コーディング規約、フレームワーク、リファクタリング、コードレビュー（1.4万 件）
概要と使いどころ
Work the prototyping lab itself — where runs live, what a run is, how to promote a run into the checked example library, and how to add a new runtime (Processing in Rust, Cinder) in one module. Use when asked to add a language or framework to the lab, to turn a prototype into a reusable example, to find or tidy what is in the lab, or when the lab's folder or catalog needs explaining.
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Use when building serverless AI SDK for Python endpoints, handling hook approvals, deferring hooks, or resuming runs across requests.
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Use when building custom agent loops. Modify tool dispatch, history management, hooks, control flow.
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Use when adding durable execution to AI SDK for Python, building durable agent loops, or serializing messages across workflow steps.
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Use for the subagent-as-a-tool pattern.
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Use for AI SDK for Python basics. Configure a model, make messages, stream, declare tools, build a basic agent.
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Use for implementing custom providers in AI SDK for Python.
日本語の概要は準備中です。原文の説明を表示しています。
Use for AI SDK for Python async-generator tools, streaming tool output, subagent tools, PartialToolCallResult events, and custom tool aggregation.
日本語の概要は準備中です。原文の説明を表示しています。
대화형 System-wide Refactoring — 변경 파일에서 Extract Method·Domain Logic 이동·Pull Up 등 클래스 경계를 넘는 구조 변경 후보를 찾아 승인 후 기법별 커밋으로 적용. "구조 리팩토링", "도메인 로직 이동", "클래스 분리", "system-wide", "/system-wide-refactoring" 요청 시 사용. 단, 메서드 내부 정돈(guard clause·extract variable 등)은 /tdd-tidy가 적합. /system-wide-refactoring [commit-ref]로 호출.
日本語の概要は準備中です。原文の説明を表示しています。
Arlo Belshee의 6단계 네이밍 프로세스와 Clean Code 네이밍 규칙을 적용해, 여러 파일에 흩어진 개별 이름 스멜(타입 반복·-er/-Utils·불용어·축약어 등)을 탐지하고 배치 교체하여 코드 가독성 향상. 단, 하나의 긴 메서드를 통째로 관통(grouping→extract→rename)하는 것은 /intent-revealing-names가 적합. /naming-process로 호출.
日本語の概要は準備中です。原文の説明を表示しています。
명령형 for/while 루프를 Stream API/Collection Pipeline으로 변환하여 데이터 흐름 의도 명확화. "스트림으로 바꿔", "루프를 파이프라인으로", "for문 stream", "/replace-loop-with-pipeline" 요청 시 사용. 단, 루프 안 로직이 컬렉션 클래스로 모여야 하면 /first-class-collection이 적합. /replace-loop-with-pipeline [commit-ref]로 호출.
日本語の概要は準備中です。原文の説明を表示しています。
git diff 기준 변경 파일을 자동 탐지해 Composed Method 지향 Tidying Process를 TDD 사이클 없이 독립 실행. 완료 후 선택 기법 제안. "변경 파일 정리", "tidying만", "방금 바꾼 코드 정돈", "tidy first", "/tdd-tidy" 요청 시 사용. 단, 다른 클래스로 로직을 옮기는 구조 변경은 /system-wide-refactoring이 적합. /tdd-tidy [commit-ref]로 호출.
日本語の概要は準備中です。原文の説明を表示しています。
하나의 긴 메서드를 grouping(Reorder/Chunk)·comment로 정돈해 책임을 드러낸 뒤 Arlo Belshee 6단계 네이밍(완전정직 이름 → Extract Method → Intent Revealing → Domain Abstraction)을 하나의 연속 흐름으로 관통하는 self-contained 워크플로우. "이 긴 메서드 이름이 하는 일을 안 드러낸다", "메서드 이름부터 정직하게 만들어서 쪼개줘", "이름 주도로 이 메서드 리팩토링" 요청 시 사용. 단, 여러 파일에 흩어진 개별 이름 스멜의 배치 교체는 /naming-process, 클래스 분리·도메인 이동 같은 대규모 구조 변경은 /system-wide-refactoring이 적합. /intent-revealing-names로 호출.
日本語の概要は準備中です。原文の説明を表示しています。
Refactor code to remove dead code, useless comments, unused variables, and unused imports. Use when asked to declutter a class, clean up noisy code, remove cruft, or run `/refactor:declutter`.
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Refactor Swift code toward declarative functional programming with immutability, value types, pure functions, transformations, and closure-based APIs. Use when asked for functional refactoring or `/refactor:functional`.
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Refactor long methods or large code blocks by extracting small, focused helper methods with clear names and narrow responsibilities. Use when asked to extract methods or run `/refactor:methods`.
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Analyze code for primitive obsession and plan value object extractions around domain concepts, validation, and grouped primitive fields. Use when the user says `/value-objects`, asks for value object refactoring, or runs `/refactor:value-objects`.
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Refactor a class toward the Single Responsibility Principle by identifying responsibilities, grouping cohesive behavior, and extracting focused classes. Use when the user says `/srp`, asks for SRP refactoring, or runs `/refactor:srp`.
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Analyze a class or module for code smells and produce a prioritized refactoring plan. Use when the user asks for code smell analysis, says `/smells`, or runs `/refactor:smells`.
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Refactor code by renaming variables, methods, classes, and concepts for clearer intent. Use when asked to improve names, clarify naming, perform a naming pass, or run `/refactor:names`.
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Refactor duplicated code by extracting helpers, shared abstractions, or clearer reusable structure. Use when asked to apply DRY, remove duplication, consolidate repeated logic, or run `/refactor:dry`.
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Apply Steven's Bash script style rules: strict mode, minimal validation, concise logic, executable scripts, and no unnecessary comments or echoes. Use when creating, reviewing, or refactoring shell scripts.
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Comprehensive, measurement-driven performance optimization for latency, throughput, memory/GC, and tail behavior. Use when the user asks to optimize/speed up, reduce latency (p95/p99), increase throughput/QPS, lower CPU/memory/allocations/GC pauses, profile hot paths, or run a benchmarked perf pass (including JSONL/query-heavy code). Requires before/after measurement on a runnable workload (or an explicit `UNMEASURED` plan) plus a correctness gate.
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Mitigate incidental code complexity when control flow is tangled, nesting is deep, names are hard to parse, or reasoning requires cross-file hops. Use when a review stalls on readability, you need an analysis-first refactor plan before edits, or you want essential-vs-incidental verdicts, ranked simplification steps, a small structural sketch, and a TRACE assessment (analysis-only; no edits).
日本語の概要は準備中です。原文の説明を表示しています。